HashSet vs. List performance

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小鲜肉
小鲜肉 2020-11-22 09:19

It\'s clear that a search performance of the generic HashSet class is higher than of the generic List class. Just compare the has

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  •  暖寄归人
    2020-11-22 09:42

    A lot of people are saying that once you get to the size where speed is actually a concern that HashSet will always beat List, but that depends on what you are doing.

    Let's say you have a List that will only ever have on average 5 items in it. Over a large number of cycles, if a single item is added or removed each cycle, you may well be better off using a List.

    I did a test for this on my machine, and, well, it has to be very very small to get an advantage from List. For a list of short strings, the advantage went away after size 5, for objects after size 20.

    1 item LIST strs time: 617ms
    1 item HASHSET strs time: 1332ms
    
    2 item LIST strs time: 781ms
    2 item HASHSET strs time: 1354ms
    
    3 item LIST strs time: 950ms
    3 item HASHSET strs time: 1405ms
    
    4 item LIST strs time: 1126ms
    4 item HASHSET strs time: 1441ms
    
    5 item LIST strs time: 1370ms
    5 item HASHSET strs time: 1452ms
    
    6 item LIST strs time: 1481ms
    6 item HASHSET strs time: 1418ms
    
    7 item LIST strs time: 1581ms
    7 item HASHSET strs time: 1464ms
    
    8 item LIST strs time: 1726ms
    8 item HASHSET strs time: 1398ms
    
    9 item LIST strs time: 1901ms
    9 item HASHSET strs time: 1433ms
    
    1 item LIST objs time: 614ms
    1 item HASHSET objs time: 1993ms
    
    4 item LIST objs time: 837ms
    4 item HASHSET objs time: 1914ms
    
    7 item LIST objs time: 1070ms
    7 item HASHSET objs time: 1900ms
    
    10 item LIST objs time: 1267ms
    10 item HASHSET objs time: 1904ms
    
    13 item LIST objs time: 1494ms
    13 item HASHSET objs time: 1893ms
    
    16 item LIST objs time: 1695ms
    16 item HASHSET objs time: 1879ms
    
    19 item LIST objs time: 1902ms
    19 item HASHSET objs time: 1950ms
    
    22 item LIST objs time: 2136ms
    22 item HASHSET objs time: 1893ms
    
    25 item LIST objs time: 2357ms
    25 item HASHSET objs time: 1826ms
    
    28 item LIST objs time: 2555ms
    28 item HASHSET objs time: 1865ms
    
    31 item LIST objs time: 2755ms
    31 item HASHSET objs time: 1963ms
    
    34 item LIST objs time: 3025ms
    34 item HASHSET objs time: 1874ms
    
    37 item LIST objs time: 3195ms
    37 item HASHSET objs time: 1958ms
    
    40 item LIST objs time: 3401ms
    40 item HASHSET objs time: 1855ms
    
    43 item LIST objs time: 3618ms
    43 item HASHSET objs time: 1869ms
    
    46 item LIST objs time: 3883ms
    46 item HASHSET objs time: 2046ms
    
    49 item LIST objs time: 4218ms
    49 item HASHSET objs time: 1873ms
    

    Here is that data displayed as a graph:

    enter image description here

    Here's the code:

    static void Main(string[] args)
    {
        int times = 10000000;
    
    
        for (int listSize = 1; listSize < 10; listSize++)
        {
            List list = new List();
            HashSet hashset = new HashSet();
    
            for (int i = 0; i < listSize; i++)
            {
                list.Add("string" + i.ToString());
                hashset.Add("string" + i.ToString());
            }
    
            Stopwatch timer = new Stopwatch();
            timer.Start();
            for (int i = 0; i < times; i++)
            {
                list.Remove("string0");
                list.Add("string0");
            }
            timer.Stop();
            Console.WriteLine(listSize.ToString() + " item LIST strs time: " + timer.ElapsedMilliseconds.ToString() + "ms");
    
    
            timer = new Stopwatch();
            timer.Start();
            for (int i = 0; i < times; i++)
            {
                hashset.Remove("string0");
                hashset.Add("string0");
            }
            timer.Stop();
            Console.WriteLine(listSize.ToString() + " item HASHSET strs time: " + timer.ElapsedMilliseconds.ToString() + "ms");
            Console.WriteLine();
        }
    
    
        for (int listSize = 1; listSize < 50; listSize+=3)
        {
            List list = new List();
            HashSet hashset = new HashSet();
    
            for (int i = 0; i < listSize; i++)
            {
                list.Add(new object());
                hashset.Add(new object());
            }
    
            object objToAddRem = list[0];
    
            Stopwatch timer = new Stopwatch();
            timer.Start();
            for (int i = 0; i < times; i++)
            {
                list.Remove(objToAddRem);
                list.Add(objToAddRem);
            }
            timer.Stop();
            Console.WriteLine(listSize.ToString() + " item LIST objs time: " + timer.ElapsedMilliseconds.ToString() + "ms");
    
    
    
            timer = new Stopwatch();
            timer.Start();
            for (int i = 0; i < times; i++)
            {
                hashset.Remove(objToAddRem);
                hashset.Add(objToAddRem);
            }
            timer.Stop();
            Console.WriteLine(listSize.ToString() + " item HASHSET objs time: " + timer.ElapsedMilliseconds.ToString() + "ms");
            Console.WriteLine();
        }
    
        Console.ReadLine();
    }
    
        

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